============================= test session starts ==============================
platform linux -- Python 3.10.10, pytest-7.2.2, pluggy-1.0.0
rootdir: /home/frasermince/portability, configfile: pyproject.toml
plugins: hypothesis-6.70.2, xdist-3.2.1, forked-1.6.0, metadata-2.0.4, json-report-1.5.0, timeout-2.1.0
timeout: 300.0s
timeout method: signal
timeout func_only: False
collected 5 items

src/tensorflow_tests_reduced/adadeltaoptimizer_test.py ITEM <TestCaseFunction testBasic>
.input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
resource_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
VarHandleOp: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
value_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:CPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
dims: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Fill: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
y_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
var: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum__update: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
lr: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
rho: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
epsilon: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
grad: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
resource_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
VarHandleOp: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
value_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
dims: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Fill: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
var: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum__update: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
lr: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
rho: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
epsilon: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
grad: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
resource_RetVal: (_Retval): /job:loITEM <TestCaseFunction testBasicCallableParams>
.calhost/replica:0/task:0/device:GPU:0
VarHandleOp: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
value_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:CPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
dims: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Fill: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
y_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
var: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum__update: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
lr: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
rho: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
epsilon: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
grad: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
resource_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
VarHandleOp: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
value_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
dims: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Fill: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
var: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum__update: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
lr: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
rho: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
epsilon: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
grad: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup: (ResourceGather): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/AddN: (AddN): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Unique: (Unique): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Shape: (Shape): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/UnsortedSegmentSum: (UnsortedSegmentSum): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceSparseApplyAdadelta: (ResourceSparseApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/ids: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs/s0: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs/s1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Size: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup: (ResourceGather): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/AddN: (AddN): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Unique: (Unique): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Shape: (Shape): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/UnsortedSegmentSum: (UnsortedSegmentSum): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceSparseApplyAdadelta: (ResourceSparseApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1: (ResourceGather): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/mul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
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gradients_1/embedding_lookup_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
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Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
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Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
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Adadelta_1/update_Variable_1/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/UnsortedSegmentSum: (UnsortedSegmentSum): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/ResourceSparseApplyAdadelta: (ResourceSparseApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
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init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
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gradients/embedding_lookup_grad/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Size: (Const): /job:localhost/replica:0/task:0/device:GPU:0
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gradients/embedding_lookup_grad/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
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gradients/embedding_lookup_grad/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
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gradients_1/embedding_lookup_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:GPU:0
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gradients_1/embedding_lookup_1_grad/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
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Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
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Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
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Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup: (ResourceGather): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs: (BroadcastGradientArgs): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
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gradients/AddN: (AddN): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients/MatMul_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
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gradients/embedding_lookup_grad/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Unique: (Unique): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Shape: (Shape): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/UnsortedSegmentSum: (UnsortedSegmentSum): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceSparseApplyAdadelta: (ResourceSparseApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
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Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1: (ResourceGather): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/mul_1_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/mul_1_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
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gradients_1/mul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/mul_1_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/AddN: (AddN): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/MatMul_1_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/MatMul_1_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/MatMul_1_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/MatMul_1_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
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gradients_1/embedding_lookup_1_grad/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/Unique: (Unique): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/Shape: (Shape): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/UnsortedSegmentSum: (UnsortedSegmentSum): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/ResourceSparseApplyAdadelta: (ResourceSparseApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_2: (ResourceGather): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_2/Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_2/Identity_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
MatMul_2: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
mul_2: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/grad_ys_0: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/mul_2_grad/Mul: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/mul_2_grad/Mul_1: (Mul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/mul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/mul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/mul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/AddN: (AddN): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/MatMul_2_grad/MatMul: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/MatMul_2_grad/MatMul_1: (MatMul): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/MatMul_2_grad/tuple/group_deps: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/MatMul_2_grad/tuple/control_dependency: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/MatMul_2_grad/tuple/control_dependency_1: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/ExpandDims: (ExpandDims): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/concat: (ConcatV2): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/Reshape: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/Reshape_1: (Reshape): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/Unique: (Unique): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/Shape: (Shape): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/strided_slice: (StridedSlice): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/UnsortedSegmentSum: (UnsortedSegmentSum): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/ResourceSparseApplyAdadelta: (ResourceSparseApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup/ids: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs/s0: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/mul_grad/BroadcastGradientArgs/s1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/Size: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients/embedding_lookup_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_1/ids: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/Size: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_1/embedding_lookup_1_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice/stacITEM <TestCaseFunction testMinimizeSparseResourceVariable>
.k: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_1/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
embedding_lookup_2/ids: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/Shape: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/grad_ys_0/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/Size: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/ExpandDims/dim: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
gradients_2/embedding_lookup_2_grad/concat/axis: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/strided_slice/stack: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/strided_slice/stack_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_2/strided_slice/stack_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_24/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_25/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_24/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_25/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_26/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_27/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_24/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_25/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_26/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_27/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_28/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_29/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_24/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_25/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_26/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_27/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_28/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_29/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/update_Variable_30/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/update_Variable_31/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_15: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_15: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_24/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_25/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_26/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_27/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_28/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_29/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/update_Variable_30/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/update_Variable_31/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_15: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/update_Variable_32/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/update_Variable_33/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_16: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_15: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_16: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/update_Variable_1/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_2/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/update_Variable_3/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_1: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_4/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/update_Variable_5/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_2: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_6/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/update_Variable_7/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_3: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_8/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/update_Variable_9/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_4: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_10/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/update_Variable_11/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_5: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_12/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/update_Variable_13/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_6: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_14/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/update_Variable_15/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_7: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_16/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_1: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/Cast_2: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/update_Variable_17/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_8: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_18/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/update_Variable_19/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_9: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_20/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/update_Variable_21/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_10: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_22/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/update_Variable_23/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_11: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_24/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/update_Variable_25/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_12: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_26/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/update_Variable_27/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_13: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_28/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/update_Variable_29/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_14: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/update_Variable_30/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/update_Variable_31/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_15: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/update_Variable_32/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/update_Variable_33/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_16: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta_1/IsInitialized/VarIsInitializedOp: (VarIsInitializedOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta_1/Assign: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta_1/Read/ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_17/update_Variable_34/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_17/update_Variable_35/ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_17: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
init_17: (NoOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_1/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_1: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_2/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_3/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_1/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_2: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_4/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_5/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_2/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_3: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_6/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_7/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_3/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_4: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_8/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_9/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_4/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_5: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_10/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_11/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_5/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_6: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_12/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_13/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_6/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_7: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_14/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_15/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_7/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_8: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_16/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_17/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_8/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_9: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_18/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_19/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_9/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_10: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_20/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_21/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_10/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_11: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_22/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_23/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_11/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_12: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_24/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_25/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_12/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_13: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_26/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_27/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_13/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_14: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_28/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_29/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_14/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_15: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_30/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_31/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_15/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Const_16: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_32/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_33/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_16/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Initializer/initial_value: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Const_17: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_34/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta_1/Initializer/zeros: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Variable_35/Adadelta_1: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_17/lr: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_17/rho: (Const): /job:localhost/replica:0/task:0/device:GPU:0
Adadelta_17/epsilon: (Const): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
resource_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
VarHandleOp: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
value_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:CPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
dims: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Fill: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
x: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Cast: (Cast): /job:localhost/replica:0/task:0/device:GPU:0
y_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
var: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum__update:ITEM <TestCaseFunction testResourceBasic>
.ITEM <TestCaseFunction test_session>
s

--------------------------------- JSON report ----------------------------------
report saved to: test_failure_report.json
========================= 4 passed, 1 skipped in 6.99s =========================
 (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
lr: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
rho: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
epsilon: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
grad: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
_EagerConst: (_EagerConst): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
resource_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
VarHandleOp: (VarHandleOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
AssignVariableOp: (AssignVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
resource: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ReadVariableOp: (ReadVariableOp): /job:localhost/replica:0/task:0/device:GPU:0
value_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
input: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Identity: (Identity): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
dims: (_DeviceArg): /job:localhost/replica:0/task:0/device:CPU:0
value: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
Fill: (Fill): /job:localhost/replica:0/task:0/device:GPU:0
output_RetVal: (_Retval): /job:localhost/replica:0/task:0/device:GPU:0
var: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
accum__update: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
lr: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
rho: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
epsilon: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
grad: (_Arg): /job:localhost/replica:0/task:0/device:GPU:0
ResourceApplyAdadelta: (ResourceApplyAdadelta): /job:localhost/replica:0/task:0/device:GPU:0
